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Table 8 Comparison of obtained AUC with existing state-of-the-art methods using cross validation

From: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

Performance Metric Chen et al. Cheng et al. [38] Xu et al. [37] Fu et al. [43] Proposed Model
[5] [6] Random Training Cross Validation
AUC 0.831 0..838 0.838 0.823 0.851 0.868 0.874
Sensitivitya (%) N/A N/A N/A 58 N/A 71 71.17
  1. aThe sensitivity is calculated at observed specificity of 85% as done by Xu et al.